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The Handoff Ladder.

A plain-English lesson on the Handoff Ladder: the four ways to connect your tools to Claude or ChatGPT, ranked worst to best. What each one does, what it costs you, and when to use it, plus a setup checklist and a five-question quiz.

The Handoff Ladder: connectors, MCP, API and CLI ranked worst to best
What each rung can do, what it costs you in tokens, and when to use it
A setup checklist to stop wasting hours and tokens
A copy-paste setup check for Claude Code or Codex
A five-question quiz to make sure it stuck

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A plain-English lesson on the Handoff Ladder: the four ways to connect your tools to Claude or ChatGPT, ranked worst to best. What each one does, what it costs you, and when to use it, plus a setup checklist and a five-question quiz.

A look inside

What's inside

01

What's Inside

The Handoff Ladder: connectors, MCP, API and CLI ranked worst to best What each rung can do, what it costs you in tokens, and when to use it A setup checklist to stop wasting hours and tokens A copy-paste setup check for Claude Code or Codex A five-question quiz to make sure it s

02

The Handoff Ladder

Connectors (worst).

03

Rung 1: Connectors (worst)

What they are Connectors are the one-click buttons inside Claude and ChatGPT settings that hook your AI up to Gmail, Google Drive, your calendar and more.

The rest of the guide

Rung 2: MCPWhat it is MCP (Model Context Protocol) is a standard plug that lets your AI use another app's tools: your CRM, your notes, your project board.
Rung 3: APIWhat it is An API is a direct line into an app.
Rung 4: CLI (best)What it is A CLI (command-line interface) is a tool you run by typing a command instead of clicking buttons.
Your setup checklist[ ] List every connector and MCP server you have turned on [ ] Turn off anything you haven't used in the last two weeks [ ] Write down the three jobs you repeat every single week [ ] For each repeat job, check whether the app has a CLI or an API [ ] Move one repeat job off the ch
Copy-paste setup checkPaste this into Claude Code or Codex:
Quick quizFive questions.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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